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Browser automation · MCP server

Ui.Vision MCP: MCP server, setup and security

Ui.Vision MCP is an MCP server published on GitHub that lets an AI agent automate browser and desktop interactions using OCR, mouse and keyboard. Its repository has 2,087 stars and its last commit is from October 20, 2026, but it declares no licence.

Actively maintainedSystem accessNo licenceTop 10% by stars

What Ui.Vision MCP does

According to its repository: “MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input”

The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Ui.Vision MCP is listed under Browser automation, a category of 109 servers in the directory, where it ranks #15 by stars.

Topics declared by the repository: ai-agents, browser-automation, browser-extension, computer-use, desktop-automation, image-recognition.

Installing and connecting Ui.Vision MCP

Distribution modes declared in the official MCP registry:

  • npm package (Node.js, usually started with npx)

It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: TypeScript.

Security: what to check

Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.

Points found for Ui.Vision MCP:

  • System access: the Browser automation category gives the agent control over files, a terminal, code or a browser. A booby-trapped instruction in content the agent reads (prompt injection) can then turn into an action.
  • No licence: without a licence the code is not legally reusable, even if it is public. Avoid it in a company setting without the author's agreement.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on August 4, 2017, the A9T9/RPA repository has 2,087 stars and 420 forks, with 0 open issues. It has more stars than 95% of the servers in the directory. It received changes this month. Version published in the registry: 1.7.18 (September 17, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

Browser useBrowser use : 119K119KScrapling MCP ServerScrapling MCP Server : 89.4K89.4KChrome DevTools MCPChrome DevTools MCP : 54.1K54.1KMCP server browserMCP server browser : 39.4K39.4KPlaywright MCPPlaywright MCP : 38.6K38.6KBrowserBrowser : 36.9K36.9KSkyvernSkyvern : 23.3K23.3KSeleniumBase MCPSeleniumBase MCP : 13.1K13.1KUi.Vision MCPUi.Vision MCP : 2.1K2.1K
GitHub stars of the most followed servers in the category (log scale); Ui.Vision MCP in orange. Checked October 25, 2026.

Verdict

Ui.Vision MCP is a reasonable choice; check the points below before connecting it.

Strengths

  • Active project: recent commit
  • Widely followed: 2.1K stars
  • Listed in the official MCP registry

Limitations

  • No licence declared

Avoid if…

  • You cannot isolate the agent (sandbox, container)
  • Company use without the author's agreement

Frequently asked questions

How do I install Ui.Vision MCP?

Ui.Vision MCP is distributed as npm package (Node.js, usually started with npx). Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of A9T9/RPA.

Is Ui.Vision MCP free?

The code is public but has no declared licence: it is not formally free to reuse.

Is Ui.Vision MCP safe?

Points to watch: system access and no licence. Give it minimum rights and approve sensitive actions.

Is it an official server?

Nothing says so: it is a project published by A9T9 on GitHub. Check who maintains it before giving it access.

What are the alternatives to Ui.Vision MCP?

In the same category: Firecrawl MCP Server, Browser use, MCP server browser, and Playwright MCP. Firecrawl MCP Server and Browser use score higher on our grid.

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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score